| Composition of kernel and acquisition functions for High Dimensional Bayesian Optimization | Mar 9, 2020 | Bayesian Optimizationglobal-optimization | —Unverified | 0 |
| Testing Scenario Library Generation for Connected and Automated Vehicles: An Adaptive Framework | Mar 8, 2020 | Bayesian Optimization | —Unverified | 0 |
| Bayesian optimization of variable-size design space problems | Mar 6, 2020 | Bayesian Optimization | —Unverified | 0 |
| Knot Selection in Sparse Gaussian Processes with a Variational Objective Function | Mar 5, 2020 | Bayesian OptimizationGaussian Processes | CodeCode Available | 0 |
| Data-efficient Domain Randomization with Bayesian Optimization | Mar 5, 2020 | Bayesian Optimization | —Unverified | 0 |
| Optimizing JPEG Quantization for Classification Networks | Mar 5, 2020 | Bayesian OptimizationClassification | —Unverified | 0 |
| On Hyper-parameter Tuning for Stochastic Optimization Algorithms | Mar 4, 2020 | Bayesian OptimizationEvolutionary Algorithms | —Unverified | 0 |
| Robust Policy Search for Robot Navigation | Mar 2, 2020 | Bayesian OptimizationRobot Navigation | —Unverified | 0 |
| Nano-Material Configuration Design with Deep Surrogate Langevin Dynamics | Feb 26, 2020 | Bayesian Optimization | —Unverified | 0 |
| Incorporating Expert Prior Knowledge into Experimental Design via Posterior Sampling | Feb 26, 2020 | Bayesian OptimizationExperimental Design | —Unverified | 0 |